A few months ago someone on a product team asked me why their meeting notes were different from what their manager remembered hearing. The notes came from Fireflies. The problem wasn’t accuracy, technically. The AI had transcribed everything correctly. The issue was that their Fireflies bot had joined the meeting as a visible participant named “Fred,” and two people on the call had stopped talking normally because they saw a recording bot in the attendees list.
That’s the first thing I’d tell you about comparing these two tools. They solve adjacent problems in ways that feel similar until you think about the actual meeting experience.
The bot problem is real
Fireflies works by sending a bot into your meeting. It joins as a calendar-integrated participant, it records the call, and after the meeting ends it sends you a transcript with summaries and action items. The transcription accuracy is generally good, around 90-93% in meetings with clear audio and minimal crosstalk, based on their own documentation and user reports.
The bot is visible. Everyone in the meeting can see it. That’s not necessarily a problem for internal team standups. It is a problem if you’re in a client discovery call, a first-round job interview, or a sensitive negotiation where a visible recording bot changes how people speak.
Craqly’s Meeting Copilot runs as a desktop overlay. It doesn’t join your call as a participant. There’s no “Fred” in the attendees list. The person on the other side of the call has no indication the tool is running. I’d note that how you use this is your call ethically. I’m describing the technical difference, not telling you what to do with it.
What Fireflies is actually built for
Fireflies is a CRM-integrated meeting intelligence tool. That framing matters. Their real strength is not just transcription. It is pushing meeting data into Salesforce and HubSpot automatically, tracking action items across calls, giving managers a view into what their reps are saying in sales conversations, and building a searchable archive of every meeting your team has.
For a 10-person sales team, the Business plan runs around $290 per month. That’s not cheap, but if you’re managing pipeline and need your CRM updated after every call without manual data entry, the ROI calculation is fairly straightforward. A few hours of SDR time per week at market rates probably exceeds that cost.
Craqly doesn’t prioritize CRM integration. If your main need is pushing Zoom call summaries into Salesforce, Craqly is not the right tool for that workflow. I want to be direct about that.
Transcription quality in practice
Both tools do well in controlled conditions, meaning good mic quality, one speaker at a time, clear audio. Both degrade in the same situations: heavy accents the model hasn’t been trained on, multiple people talking over each other, low-bandwidth connections.
Fireflies processes in the cloud. That means transcripts arrive after the meeting is over, usually within a few minutes. For asynchronous reference this is fine. For real-time assistance during the meeting, cloud processing with a post-meeting delivery is not what you want.
Craqly processes locally and delivers notes and summaries in real time. If you want to see what was said 30 seconds ago while the meeting is still happening, that’s where the architecture difference shows up concretely.
The scope difference
Fireflies is a meeting tool. That is its scope. Craqly is a broader work assistant that includes a Meeting Copilot as one of 8 products, alongside Interview Copilot, Sales Assistant, Code Assistant, Resume Builder, and others.
This matters if you’re a person, not a company. A recruiter or an SDR might use Fireflies because their team bought it. An individual contributor doing interviews, running their own sales pipeline, and also attending internal meetings probably finds more value in a tool that covers more of their workday without requiring 3 separate subscriptions.
I don’t have data on what percentage of Fireflies’ user base uses the CRM integration versus just using the basic transcription. My guess is that a significant portion pays for Fireflies but never connects it to a CRM, which means they’re paying enterprise pricing for something they could get from a cheaper alternative. But I’m not certain about that, and it would vary a lot by industry.
Privacy and data handling
This comes up a lot in the comparisons I’ve seen, and I think people sometimes overcomplicate it. Fireflies stores your recordings and transcripts on their cloud servers. Their privacy policy describes standard enterprise SaaS data practices. If your company has strict data governance requirements, you’ll want to read it carefully and probably loop in your legal or security team.
Craqly processes locally. Your conversation data doesn’t leave your machine by default. For someone doing sensitive interviews or confidential client calls, that’s a meaningful difference. For someone doing internal team meetings at a standard SaaS company, it probably doesn’t matter much.
The LinkedIn Economic Graph has tracked steady growth in roles that specifically require AI tool fluency since 2022. Meeting intelligence is one of the fastest-growing skill categories mentioned in job postings in that dataset. Both Fireflies and Craqly are competing in a space that is expanding, which probably means the tools will keep evolving. What’s true about their feature sets today will be partially obsolete in 6 months.
Which one to pick
Pick Fireflies if your team runs on a CRM and you need meeting summaries to flow into it automatically. Also pick it if you specifically want a searchable archive of all team calls, manager-level visibility into rep conversations, or you’re part of an organization that has already standardized on it.
Pick Craqly if you’re an individual user, you want real-time notes during the meeting rather than post-meeting transcripts, you care about local processing, or you want one tool that covers interviews and sales calls in addition to meetings. The 15-minute free trial gives you enough time to test the Meeting Copilot on a real call.
These tools aren’t really competing for the same buyer. A lot of comparison posts pretend otherwise, which is why they’re not that useful. The honest answer is that your choice depends almost entirely on whether you need CRM integration and whether the visible-bot tradeoff works for your meeting context.